Zhen Zheng

According to our database, Zhen Zheng authored at least 39 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Multi-task aided face recognition network with convolution kernel spatial collaboration.

Chunman Yan, Zhen Zheng

Signal Image Video Process., June, 2024

FP6-LLM: Efficiently Serving Large Language Models Through FP6-Centric Algorithm-System Co-Design.

Haojun Xia, Zhen Zheng, Xiaoxia Wu, Shiyang Chen, Zhewei Yao, Stephen Youn, Arash Bakhtiari, Michael Wyatt, Donglin Zhuang, Zhongzhu Zhou, Olatunji Ruwase, Yuxiong He, Shuaiwen Leon Song

CoRR, 2024

2023

Magnetic Anomaly Detection Based on a Compound Tri-Stable Stochastic Resonance System.

Jinbo Huang, Zhen Zheng, Yu Zhou, Yuran Tan, Chengjun Wang, Guangbo Xu, Bingting Zha

Sensors, November, 2023

Expanding the Edge: Enabling Efficient Winograd CNN Inference With Deep Reuse on Edge Device.

Feng Zhang, Ruofan Wu, Jiawei Guan, Zhen Zheng, Xiaoguang Guo, Xiao Zhang, Xiaoyong Du, Xipeng Shen

IEEE Trans. Knowl. Data Eng., October, 2023

BladeDISC: Optimizing Dynamic Shape Machine Learning Workloads via Compiler Approach.

Zhen Zheng, Zaifeng Pan, Dalin Wang, Kai Zhu, Wenyi Zhao, Tianyou Guo, Xiafei Qiu, Minmin Sun, Junjie Bai, Feng Zhang, Xiaoyong Du, Jidong Zhai, Wei Lin

Proc. ACM Manag. Data, September, 2023

Flash-LLM: Enabling Low-Cost and Highly-Efficient Large Generative Model Inference With Unstructured Sparsity.

Haojun Xia, Zhen Zheng, Yuchao Li, Donglin Zhuang, Zhongzhu Zhou, Xiafei Qiu, Yong Li, Wei Lin, Shuaiwen Leon Song

Proc. VLDB Endow., 2023

ZeroQuant(4+2): Redefining LLMs Quantization with a New FP6-Centric Strategy for Diverse Generative Tasks.

Xiaoxia Wu, Haojun Xia, Stephen Youn, Zhen Zheng, Shiyang Chen, Arash Bakhtiari, Michael Wyatt, Reza Yazdani Aminabadi, Yuxiong He, Olatunji Ruwase, Leon Song, Zhewei Yao

CoRR, 2023

Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity.

Haojun Xia, Zhen Zheng, Yuchao Li, Donglin Zhuang, Zhongzhu Zhou, Xiafei Qiu, Yong Li, Wei Lin, Shuaiwen Leon Song

CoRR, 2023

Auto-Parallelizing Large Models with Rhino: A Systematic Approach on Production AI Platform.

Shiwei Zhang, Lansong Diao, Siyu Wang, Zongyan Cao, Yiliang Gu, Chang Si, Ziji Shi, Zhen Zheng, Chuan Wu, Wei Lin

CoRR, 2023

RECom: A Compiler Approach to Accelerating Recommendation Model Inference with Massive Embedding Columns.

Zaifeng Pan, Zhen Zheng, Feng Zhang, Ruofan Wu, Hao Liang, Dalin Wang, Xiafei Qiu, Junjie Bai, Wei Lin, Xiaoyong Du

Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2023

2022

Optimizing DNN Compilation for Distributed Training With Joint OP and Tensor Fusion.

Xiaodong Yi, Shiwei Zhang, Lansong Diao, Chuan Wu, Zhen Zheng, Shiqing Fan, Siyu Wang, Jun Yang, Wei Lin

IEEE Trans. Parallel Distributed Syst., 2022

Single-Stage Adaptive Multi-Scale Point Cloud Noise Filtering Algorithm Based on Feature Information.

Zhen Zheng, Bingting Zha, Yu Zhou, Jinbo Huang, Youshi Xuchen, He Zhang

Remote. Sens., 2022

Research on localisation algorithm of large irregular workpiece for industrial robot.

Zhen Zheng, Shilin Wu, Qinxia Huang, Jun Yang

Int. J. Comput. Sci. Math., 2022

DREW: Efficient Winograd CNN Inference with Deep Reuse.

Ruofan Wu, Feng Zhang, Jiawei Guan, Zhen Zheng, Xiaoyong Du, Xipeng Shen

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Whale: Efficient Giant Model Training over Heterogeneous GPUs.

Xianyan Jia, Le Jiang, Ang Wang, Wencong Xiao, Ziji Shi, Jie Zhang, Xinyuan Li, Langshi Chen, Yong Li, Zhen Zheng, Xiaoyong Liu, Wei Lin

Proceedings of the 2022 USENIX Annual Technical Conference, 2022

AStitch: enabling a new multi-dimensional optimization space for memory-intensive ML training and inference on modern SIMT architectures.

Zhen Zheng, Xuanda Yang, Pengzhan Zhao, Guoping Long, Kai Zhu, Feiwen Zhu, Wenyi Zhao, Xiaoyong Liu, Jun Yang, Jidong Zhai, Shuaiwen Leon Song, Wei Lin

Proceedings of the ASPLOS '22: 27th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Lausanne, Switzerland, 28 February 2022, 2022

2021

Research on point cloud generation algorithm of virtual depth camera.

Ke Li, Shilin Wu, Qinxia Huang, Zhen Zheng

Int. J. Wirel. Mob. Comput., 2021

Exploring deep reuse in winograd CNN inference.

Ruofan Wu, Feng Zhang, Zhen Zheng, Xiaoyong Du, Xipeng Shen

Proceedings of the PPoPP '21: 26th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2021

Understanding and bridging the gaps in current GNN performance optimizations.

Kezhao Huang, Jidong Zhai, Zhen Zheng, Youngmin Yi, Xipeng Shen

Proceedings of the PPoPP '21: 26th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2021

DAPPLE: a pipelined data parallel approach for training large models.

Shiqing Fan, Yi Rong, Chen Meng, Zongyan Cao, Siyu Wang, Zhen Zheng, Chuan Wu, Guoping Long, Jun Yang, Lixue Xia, Lansong Diao, Xiaoyong Liu, Wei Lin

Proceedings of the PPoPP '21: 26th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2021

DISC: A Dynamic Shape Compiler for Machine Learning Workloads.

Kai Zhu, Wenyi Zhao, Zhen Zheng, Tianyou Guo, Pengzhan Zhao, Junjie Bai, Jun Yang, Xiaoyong Liu, Lansong Diao, Wei Lin

Proceedings of the EuroMLSys@EuroSys 2021, 2021

2020

FusionStitching: Boosting Memory Intensive Computations for Deep Learning Workloads.

Zhen Zheng, Pengzhan Zhao, Guoping Long, Feiwen Zhu, Kai Zhu, Wenyi Zhao, Lansong Diao, Jun Yang, Wei Lin

CoRR, 2020

Auto-MAP: A DQN Framework for Exploring Distributed Execution Plans for DNN Workloads.

Siyu Wang, Yi Rong, Shiqing Fan, Zhen Zheng, Lansong Diao, Guoping Long, Jun Yang, Xiaoyong Liu, Wei Lin

CoRR, 2020

Adaptive Edge Detection Algorithm Based on Improved Grey Prediction Model.

Zhen Zheng, Bingting Zha, Hailu Yuan, Youshi Xuchen, Yanliang Gao, He Zhang

IEEE Access, 2020

Optimizing distributed training deployment in heterogeneous GPU clusters.

Xiaodong Yi, Shiwei Zhang, Ziyue Luo, Guoping Long, Lansong Diao, Chuan Wu, Zhen Zheng, Jun Yang, Wei Lin

Proceedings of the CoNEXT '20: The 16th International Conference on emerging Networking EXperiments and Technologies, 2020

GOPipe: A Granularity-Oblivious Programming Framework for Pipelined Stencil Executions on GPU.

Chanyoung Oh, Zhen Zheng, Xipeng Shen, Jidong Zhai, Youngmin Yi

Proceedings of the PACT '20: International Conference on Parallel Architectures and Compilation Techniques, 2020

2019

The construction of fuzzy concept lattice based on weighted complete graph.

Hua Mao, Zhen Zheng

J. Intell. Fuzzy Syst., 2019

Adaptive Edge Detection Algorithm Based on Grey Entropy Theory and Textural Features.

Zhen Zheng, Bingting Zha, Youshi Xuchen, Hailu Yuan, Yanliang Gao, He Zhang

IEEE Access, 2019

HiWayLib: A Software Framework for Enabling High Performance Communications for Heterogeneous Pipeline Computations.

Zhen Zheng, Chanyoung Oh, Jidong Zhai, Xipeng Shen, Youngmin Yi, Wenguang Chen

Proceedings of the Twenty-Fourth International Conference on Architectural Support for Programming Languages and Operating Systems, 2019

2018

Design of Combined Receiving Lens for Panoramic Laser Fuze Detection.

Zhen Zheng, Bingting Zha, Youshi Xuchen, Hailu Yuan

Proceedings of the IEEE International Conference on Information and Automation, 2018

The Influence of Cambered Optical Fairing on the Light Beam of Underwater Laser Fuze.

Bingting Zha, Youshi Xuchen, Zhen Zheng

Proceedings of the IEEE International Conference on Information and Automation, 2018

Optimization design of multi-sided reflecting prism in laser line scanning imaging system.

Hailu Yuan, Bingting Zha, Zhen Zheng, Deli Wang

Proceedings of the IEEE International Conference on Information and Automation, 2018

2017

Versapipe: a versatile programming framework for pipelined computing on GPU.

Zhen Zheng, Chanyoung Oh, Jidong Zhai, Xipeng Shen, Youngmin Yi, Wenguang Chen

Proceedings of the 50th Annual IEEE/ACM International Symposium on Microarchitecture, 2017

2016

Refactoring and optimizing the community atmosphere model (CAM) on the sunway taihulight supercomputer.

Haohuan Fu, Junfeng Liao, Wei Xue, Lanning Wang, Dexun Chen, Long Gu, Jinxiu Xu, Nan Ding, Xinliang Wang, Conghui He, Shizhen Xu, Yishuang Liang, Jiarui Fang, Yuanchao Xu, Weijie Zheng, Jingheng Xu, Zhen Zheng, Wanjing Wei, Xu Ji, He Zhang, Bingwei Chen, Kaiwei Li, Xiaomeng Huang, Wenguang Chen, Guangwen Yang

Proceedings of the International Conference for High Performance Computing, 2016

2014

Holistic Modeling and Performance Evaluation for Converged Network-Cloud Service Provisioning.

Qiang Duan, Zhen Zheng

Proceedings of the 28th IEEE International Conference on Advanced Information Networking and Applications, 2014

2013

MIMO channel estimation based on distributed compressed sensing for LTE-advanced.

Lijuan Xu, Kai Niu, Zhiqiang He, Wenbo Xu, Zhen Zheng

Proceedings of the 9th International Conference on Information, 2013

2012

Hybrid Synchronization of Two Delayed Systems with Uncertain Parameters.

Zhen Zheng, Manchun Tan, Qunfang Wang

Proceedings of the Advances in Neural Networks - ISNN 2012, 2012

A pilot study on simulation of Ultrasound from MRI using ray-based model.

Wenjian Qin, Tiexiang Wen, Zhen Zheng, Zhicheng Li, Weisong Li, Xiang Fang, Ying Ji, Jia Gu

Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2012

2006

Illumination Variation in Images in Independent Component Analysis and Principal Component Analysis Subspaces.

Zhen Zheng, Yan-Xin Zhang

Proceedings of the Sixth International Conference on Intelligent Systems Design and Applications (ISDA 2006), 2006